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The Rejectability Graph of Two Sets of Examples

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Data Mining and Knowledge Discovery via Logic-Based Methods

Part of the book series: Springer Optimization and Its Applications ((SOIA,volume 43))

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Abstract

This chapter is based on the findings presented in [Triantaphyllou and Soyster, 1996] and presents the motivation and definition of a special graph which can be easily derived from positive and negative examples. To understand the motivation for introducing this graph, consider a situation with n = 5 attributes.

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  • Triantaphyllou, E., and A.L. Soyster, (1996), “On the Minimum Number of Logical Clauses Which Can be Inferred From Examples,” Comput. Oper. Res., Vol. 23, No. 8, pp. 783–799.

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Correspondence to Evangelos Triantaphyllou .

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Triantaphyllou, E. (2010). The Rejectability Graph of Two Sets of Examples. In: Data Mining and Knowledge Discovery via Logic-Based Methods. Springer Optimization and Its Applications, vol 43. Springer, Boston, MA. https://doi.org/10.1007/978-1-4419-1630-3_8

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